# Resources

## Articles & Blog Posts

- [Hugging Face Blog - How to Install and Use Jupyter MCP Server](https://huggingface.co/blog/lynn-mikami/jupyter-mcp-server)
- [Analytics Vidhya - How to Use Jupyter MCP Server?](https://www.analyticsvidhya.com/blog/2025/05/jupyter-mcp-server/)
- [Medium Jupyter AI Agents - Jupyter MCP Server: How to Setup via Claude Desktop](https://jupyter-ai-agents.datalayer.blog/mcp-server-for-jupyter-heres-your-guide-2025-0b29d975b4e1)
- [Medium Data Science in Your Pocket - Best MCP Servers for Data Scientists](https://medium.com/data-science-in-your-pocket/best-mcp-servers-for-data-scientists-ee4fa6caf066)

## Videos

- [Data Science in your pocket - Jupyter MCP : AI for Jupyter Notebooks](https://www.youtube.com/watch?v=qkoEsqiWDOU)
- [Datalayer - How to Set Up the Jupyter MCP Server (via Claude Desktop)](https://www.youtube.com/watch?v=nPllCQxtaxQ)

## MCP Registries & Repositories

- [Awesome MCP Servers](https://github.com/punkpeye/awesome-mcp-servers)
- [MCP.so](https://mcp.so/server/Integrating-the-Jupyter-server-with-claude-desktop-uisng-the-powerful-model-context-protocol/harshitha-8)
- [MCP Market](https://mcpmarket.com/server/jupyter)
- [Pulse MCP](https://www.pulsemcp.com/servers/datalayer-jupyter)
- [Smithery](https://smithery.ai/server/@datalayer/jupyter-mcp-server)
- [Playbooks](https://playbooks.com/mcp/datalayer-jupyter)
- [MCP Servers Finder](https://www.mcpserverfinder.com/servers/ihrpr/mcp-server-jupyter)
